Run
3182

Run 3182

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 30-04-2014 by Jan van Rijn
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Flow

moa.kNN(1)Moa implementation of kNN
moa.kNN(1)_k10
moa.kNN(1)_nLinearNN
moa.kNN(1)_w1000

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9197
Per class
Confusion matrix
F measure
0.8451
Per class
Kappa
0.6929
KB relative information score
808204.1787
Mean absolute error
0.0829
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8455
Per class
Predictive accuracy
0.8481
Prior entropy
2.3219
Ram hours
0
Recall
0.8481
Per class
Relative absolute error
0.2592
Root mean prior squared error
0.4
Root mean squared error
0.2104
Root relative squared error
0.5259
Run CPU time
242.0556